Returns analytics that cut your return rate at the source
Every return is lost margin and a disappointed customer. WISEPIM shows return rate and refunded revenue by product, then reveals how missing sizes, thin descriptions and weak images push returns up, so you fix the cause, not just the symptom.
Returns aren't a logistics problem, they start with your data
Shoppers return what doesn't match their expectations. A vague description, a missing size chart or a single low-resolution image is enough to turn a sale into a refund, and most stores only see returns after the money is gone.
WISEPIM tracks return rate and refunded revenue for every product, then correlates it with your AI content-quality grade. The pattern is hard to miss: products in the lowest quality bands return far more often than well-described ones.
That turns returns from a cost you absorb into a problem you can fix. Find the high-return, low-quality products, enrich them in one click, and watch both your refund line and your customer satisfaction improve.
How to analyse returns in WISEPIM
From scattered refund data to a prioritised fix list in four steps.
Connect your orders
Sync Shopify, WooCommerce, Magento, Lightspeed and more. Orders, returns and refunds flow in automatically.
See return rate by product
Rank every product by return rate and refunded revenue, so the biggest offenders surface first.
Read the quality correlation
Compare returns across A–F content-quality bands and reasons, and confirm where weak data is driving refunds.
Fix the root cause
Enrich descriptions, add sizing and attributes, or improve images in one click, then track the return rate down.
Questions this report answers
Understand why customers return, and stop it before it happens.
Which products have the highest return rate and refunded revenue?
How much revenue am I losing to returns each period?
Do poorly described products really get returned more often?
Which return reasons are most common, and for which items?
Which high-return products are cheapest to fix with better data?
Is my return rate trending up or down over time?
Fewer returns, more kept revenue
Cutting return rate is one of the fastest ways to protect margin you've already earned.
Return rate
Fix the missing content that causes returns instead of repeatedly eating the refund.
Hard-won revenue
Every avoided return is margin you keep and a customer who stays happy.
The right products
Spend effort on the high-return, low-quality items where fixes pay back fastest.
Frequently asked questions about ReturnsFrequently asked questions about Returns
What teams usually want to know before switching this report on.
Read the analytics docs
Step-by-step guides, best practices and worked examples for every WISEPIM report.
Related analytics insights
Keep exploring the WISEPIM intelligence suite, every report turns raw data into a decision you can act on today.
Your cockpit comes with a pilot.
- Reads your orders, GA4, and Search Console together
- Checked against what works in your industry
- Tells you what to fix
- Fixes it in one click
Built in collaboration with the most data-driven retailers and brands on the planet.
It's expensive to run, and we won't pretend otherwise. Every day it works through every order, every visitor, every conversion rate, and every product, then weighs all of it against your industry. That depth costs real money, and it's the whole point. We haven't seen anything else that goes this deep.
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